Feng Lyu
Orcid: 0000-0002-2990-5415Affiliations:
- Central South University, School of Computer Science and Engineering, Changsha, China
- University of Waterloo, Department of Electrical and Computer Engineering, Waterloo, Canada (2018 - 2019)
- Shanghai Jiao Tong University, Department of Computer Science and Engineering, Shanghai, China (PhD 2018)
According to our database1,
Feng Lyu
authored at least 115 papers
between 2017 and 2024.
Collaborative distances:
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Bibliography
2024
A Communication-Efficient Hierarchical Federated Learning Framework via Shaping Data Distribution at Edge.
IEEE/ACM Trans. Netw., June, 2024
IEEE Trans. Mob. Comput., May, 2024
Efficient Resource Management and Expansion Scheme for Collaborative Edge-Cloud Computing.
IEEE Trans. Mob. Comput., April, 2024
Towards driver distraction detection: a privacy-preserving federated learning approach.
Peer Peer Netw. Appl., March, 2024
Characterizing Internet Card User Portraits for Efficient Churn Prediction Model Design.
IEEE Trans. Mob. Comput., February, 2024
MOTO: Mobility-Aware Online Task Offloading With Adaptive Load Balancing in Small-Cell MEC.
IEEE Trans. Mob. Comput., January, 2024
IEEE Internet Things J., 2024
2023
FL-AMM: Federated Learning Augmented Map Matching With Heterogeneous Cellular Moving Trajectories.
IEEE J. Sel. Areas Commun., December, 2023
IEEE/ACM Trans. Netw., October, 2023
MSM: Mobility-Aware Service Migration for Seamless Provision: A Data-Driven Approach.
IEEE Internet Things J., September, 2023
Low-Latency Edge Video Analytics for On-Road Perception of Autonomous Ground Vehicles.
IEEE Trans. Ind. Informatics, 2023
VeLP: Vehicle Loading Plan Learning from Human Behavior in Nationwide Logistics System.
Proc. VLDB Endow., 2023
Characterizing User Association Patterns for Optimizing Small-Cell Edge System Performance.
IEEE Netw., 2023
IACR Cryptol. ePrint Arch., 2023
IEEE Commun. Surv. Tutorials, 2023
Proceedings of the 22nd International Conference on Information Processing in Sensor Networks, 2023
Proceedings of the IEEE INFOCOM 2023, 2023
A Prototype-Based Knowledge Distillation Framework for Heterogeneous Federated Learning.
Proceedings of the 43rd IEEE International Conference on Distributed Computing Systems, 2023
Ranking Cellular Internet Card User VIP Values Based on Graph Clustering with Usage Data.
Proceedings of the IEEE/CIC International Conference on Communications in China, 2023
Proceedings of the IEEE Global Communications Conference, 2023
LEARN: Selecting Samples Without Training Verification for Communication-Efficient Vertical Federated Learning.
Proceedings of the IEEE Global Communications Conference, 2023
2022
Springer Briefs in Computer Science, Springer, ISBN: 978-3-031-16828-4, 2022
Springer Briefs in Computer Science, Springer, ISBN: 978-3-030-88877-0, 2022
IEEE Trans. Wirel. Commun., 2022
AUCTION: Automated and Quality-Aware Client Selection Framework for Efficient Federated Learning.
IEEE Trans. Parallel Distributed Syst., 2022
Improving Federated Learning With Quality-Aware User Incentive and Auto-Weighted Model Aggregation.
IEEE Trans. Parallel Distributed Syst., 2022
UAV-Assisted Physical Layer Security in Multi-Beam Satellite-Enabled Vehicle Communications.
IEEE Trans. Intell. Transp. Syst., 2022
Multitype Highway Mobility Analytics for Efficient Learning Model Design: A Case of Station Traffic Prediction.
IEEE Trans. Intell. Transp. Syst., 2022
Adaptive Resource Allocation for Diverse Safety Message Transmissions in Vehicular Networks.
IEEE Trans. Intell. Transp. Syst., 2022
Service-Oriented Dynamic Resource Slicing and Optimization for Space-Air-Ground Integrated Vehicular Networks.
IEEE Trans. Intell. Transp. Syst., 2022
Peer-to-Peer Netw. Appl., 2022
RLSS: A Reinforcement Learning Scheme for HD Map Data Source Selection in Vehicular NDN.
IEEE Internet Things J., 2022
IEEE Internet Things J., 2022
Proceedings of the 20th ACM Conference on Embedded Networked Sensor Systems, 2022
Dynamic Pricing Scheme for Edge Computing Services: A Two-layer Reinforcement Learning Approach.
Proceedings of the 30th IEEE/ACM International Symposium on Quality of Service, 2022
Boosting Internet Card Cellular Business via User Portraits: A Case of Churn Prediction.
Proceedings of the IEEE INFOCOM 2022, 2022
An Efficient Two-Layer Task Offloading Scheme for MEC System with Multiple Services Providers.
Proceedings of the IEEE INFOCOM 2022, 2022
Proceedings of the IEEE INFOCOM 2022, 2022
CODE: Compact IoT Data Collection with Precise Matrix Sampling and Efficient Inference.
Proceedings of the 42nd IEEE International Conference on Distributed Computing Systems, 2022
Mobility-Aware Service Migration for Seamless Provision: A Reinforcement Learning Approach.
Proceedings of the IEEE International Conference on Communications, 2022
Mobility-Aware Computation Offloading with Adaptive Load Balancing in Small-Cell MEC.
Proceedings of the IEEE International Conference on Communications, 2022
Joint Radio Resource Allocation and Control for Resource-Constrained Vehicle Platooning.
Proceedings of the IEEE Global Communications Conference, 2022
2021
IEEE Trans. Wirel. Commun., 2021
Physical Layer Security Assisted Computation Offloading in Intelligently Connected Vehicle Networks.
IEEE Trans. Wirel. Commun., 2021
Sequential Message Characterization for Early Classification of Encrypted Internet Traffic.
IEEE Trans. Veh. Technol., 2021
IEEE Trans. Netw. Serv. Manag., 2021
IEEE Trans. Multim., 2021
LeaD: Large-Scale Edge Cache Deployment Based on Spatio-Temporal WiFi Traffic Statistics.
IEEE Trans. Mob. Comput., 2021
IEEE Trans. Intell. Transp. Syst., 2021
Space-air-ground integrated networks for future IoT: Architecture, management, service and performance.
Peer-to-Peer Netw. Appl., 2021
FLAG: Flexible, Accurate, and Long-Time User Load Prediction in Large-Scale WiFi System Using Deep RNN.
IEEE Internet Things J., 2021
Trajectory Penetration Characterization for Efficient Vehicle Selection in HD Map Crowdsourcing.
IEEE Internet Things J., 2021
DeepDelivery: Leveraging Deep Reinforcement Learning for Adaptive IoT Service Delivery.
Proceedings of the 29th IEEE/ACM International Symposium on Quality of Service, 2021
FAIR: Quality-Aware Federated Learning with Precise User Incentive and Model Aggregation.
Proceedings of the 40th IEEE Conference on Computer Communications, 2021
SHARE: Shaping Data Distribution at Edge for Communication-Efficient Hierarchical Federated Learning.
Proceedings of the 41st IEEE International Conference on Distributed Computing Systems, 2021
QoE-driven Mobile 360 Video Streaming: Predictive View Generation and Dynamic Tile Selection.
Proceedings of the 10th IEEE/CIC International Conference on Communications in China, 2021
Load- and Mobility-Aware Cooperative Content Delivery in SAG Integrated Vehicular Networks.
Proceedings of the ICC 2021, 2021
Cooperative Edge-Cloud Caching for Real-time Sensing Big Data Search in Vehicular Networks.
Proceedings of the ICC 2021, 2021
Multi-Dimensional Resource Allocation for Diverse Safety Message Transmissions in Vehicular Networks.
Proceedings of the ICC 2021, 2021
Resource-Efficient DNN Training and Inference for Heterogeneous Edge Intelligence in 6G.
Proceedings of the 2021 IEEE 23rd Int Conf on High Performance Computing & Communications; 7th Int Conf on Data Science & Systems; 19th Int Conf on Smart City; 7th Int Conf on Dependability in Sensor, 2021
Proceedings of the IEEE Global Communications Conference, 2021
2020
Wireless Networks, Springer, ISBN: 978-3-030-51228-6, 2020
IEEE Wirel. Commun., 2020
Push the Limit of Multipath Profiling Using Commodity WiFi Devices With Limited Bandwidth.
IEEE Trans. Veh. Technol., 2020
IEEE Trans. Veh. Technol., 2020
Joint Channel Allocation and Resource Management for Stochastic Computation Offloading in MEC.
IEEE Trans. Veh. Technol., 2020
Efficient Hybrid Beamforming With Anti-Blockage Design for High-Speed Railway Communications.
IEEE Trans. Veh. Technol., 2020
Cooperative Edge Caching With Location-Based and Popular Contents for Vehicular Networks.
IEEE Trans. Veh. Technol., 2020
Characterizing Urban Vehicle-to-Vehicle Communications for Reliable Safety Applications.
IEEE Trans. Intell. Transp. Syst., 2020
IEEE Trans. Ind. Informatics, 2020
Proc. IEEE, 2020
Virtualization Enabled Multi-Point Cooperation with Convergence of Communication, Caching, and Computing.
IEEE Netw., 2020
Optimal UAV Caching and Trajectory in Aerial-Assisted Vehicular Networks: A Learning-Based Approach.
IEEE J. Sel. Areas Commun., 2020
Enabling Security-Aware D2D Spectrum Resource Sharing for Connected Autonomous Vehicles.
IEEE Internet Things J., 2020
Deep Reinforcement Learning for Delay-Oriented IoT Task Scheduling in Space-Air-Ground Integrated Network.
CoRR, 2020
Proceedings of the 92nd IEEE Vehicular Technology Conference, 2020
Proceedings of the 39th IEEE Conference on Computer Communications, 2020
Proceedings of the 39th IEEE Conference on Computer Communications, 2020
2019
IEEE Wirel. Commun., 2019
IEEE Trans. Veh. Technol., 2019
IEEE Trans. Veh. Technol., 2019
Multi-Drone 3-D Trajectory Planning and Scheduling in Drone-Assisted Radio Access Networks.
IEEE Trans. Veh. Technol., 2019
Space/Aerial-Assisted Computing Offloading for IoT Applications: A Learning-Based Approach.
IEEE J. Sel. Areas Commun., 2019
Toward Collision-Free and Efficient Coordination for Automated Vehicles at Unsignalized Intersection.
IEEE Internet Things J., 2019
Large-Scale Full WiFi Coverage: Deployment and Management Strategy Based on User Spatio-Temporal Association Analytics.
IEEE Internet Things J., 2019
IEEE Commun. Stand. Mag., 2019
Multi-Drone 3D Trajectory Planning and Scheduling in Drone Assisted Radio Access Networks.
CoRR, 2019
Proceedings of the 11th International Conference on Wireless Communications and Signal Processing, 2019
Proceedings of the 11th International Conference on Wireless Communications and Signal Processing, 2019
Proceedings of the 11th International Conference on Wireless Communications and Signal Processing, 2019
Proceedings of the 90th IEEE Vehicular Technology Conference, 2019
Demystifying Traffic Statistics for Edge Cache Deployment in Large-Scale WiFi System.
Proceedings of the 39th IEEE International Conference on Distributed Computing Systems, 2019
Asymptotic Optimal Edge Resource Allocation for Video Streaming via User Preference Prediction.
Proceedings of the 2019 IEEE International Conference on Communications, 2019
Proceedings of the 2019 IEEE International Conference on Communications, 2019
Proceedings of the 2019 IEEE International Conference on Communications, 2019
Proceedings of the 2019 IEEE International Conference on Communications, 2019
Proceedings of the 2019 IEEE International Conference on Communications, 2019
Proceedings of the 2019 IEEE International Conference on Communications, 2019
Proceedings of the 2019 IEEE Global Communications Conference, 2019
Proceedings of the 2019 IEEE Global Communications Conference, 2019
Power Allocation for Multi-Beam Max-Min Fairness in Millimeter-Wave Beamspace MIMO-NOMA.
Proceedings of the 2019 IEEE Global Communications Conference, 2019
Edge Caching and Content Delivery with Minimized Delay for Both High-Speed Train and Local Users.
Proceedings of the 2019 IEEE Global Communications Conference, 2019
Proceedings of the 2019 IEEE Global Communications Conference, 2019
Proceedings of the CAA Symposium on Fault Detection, 2019
2018
IEEE Trans. Veh. Technol., 2018
IEEE Trans. Veh. Technol., 2018
Intelligent Context-Aware Communication Paradigm Design for IoVs Based on Data Analytics.
IEEE Netw., 2018
DBCC: Leveraging Link Perception for Distributed Beacon Congestion Control in VANETs.
IEEE Internet Things J., 2018
IEEE Commun. Mag., 2018
Proceedings of the 15th Annual IEEE International Conference on Sensing, 2018
Leveraging Inner-Connection of Message Sequence for Traffic Classification: A Deep Learning Approach.
Proceedings of the 24th IEEE International Conference on Parallel and Distributed Systems, 2018
Intelligent Large-Scale AP Control with Remarkable Energy Saving in Campus WiFi System.
Proceedings of the 24th IEEE International Conference on Parallel and Distributed Systems, 2018
2017
Proceedings of the 86th IEEE Vehicular Technology Conference, 2017